A
licenseA
qualityA
maintenanceMCP server that reduces token consumption in AI coding assistants by up to 90% via structural reads, PreToolUse hooks, and tp-\* subagents.
Last updated
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4
MIT
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"A guide for reducing token count in AI requests" matching MCP servers:
- AlicenseBqualityBmaintenanceAn MCP server that provides structural codebase indexing and surgical query tools to drastically reduce token usage through symbol-level searches and transitive impact analysis. It supports multiple languages and integrates with git to help AI agents understand code dependencies and the impact of changes in sub-millisecond time.Last updated691,094MIT
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- AlicenseAqualityBmaintenanceToken-safe code search for AI agents: queries the language-server index (clangd / Roslyn / tsserver / pyright) instead of grep and returns a token-capped file:line list — ~20x fewer tokens. Symbol-level editing + a grep→index rewrite hook. Local-only, no IDE.Last updated1610MIT
- Alicense-qualityCmaintenanceA validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.Last updated17MIT
- Alicense-quality-maintenanceEnables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions.Last updated65MIT
- -license-quality-maintenanceBridges VSCode's Language Server Protocol with MCP to give AI assistants instant access to code intelligence, delivering 100-1000x faster responses with 90% fewer tokens than traditional text-based searching. Provides 17 production-ready tools for navigation, refactoring, diagnostics, and code analysis.Last updated35
- FlicenseCqualityCmaintenanceA Model Context Protocol server that helps programmers understand code by providing explanations, tech stack analysis, and best practice suggestions through prompt templates.Last updated3261
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- AlicenseAqualityBmaintenanceIntegrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.Last updated3Apache 2.0
- AlicenseAqualityDmaintenanceProvides C++ code analysis tools for checking naming conventions, include guards, memory safety, const correctness, and modern C++ upgrade suggestions, along with style guide documentation and code review templates.Last updated5MIT
- AlicenseCqualityDmaintenanceAI development assistant with 36 specialized tools for memory management, code analysis, project planning, and problem-solving through natural language interactions in Korean and English.Last updated363MIT
- Alicense-qualityCmaintenanceProvides AI agents with ground-truth knowledge of Strapi projects by reading real schema files, enabling accurate queries and safe refactoring operations.Last updatedMIT
- Alicense-qualityBmaintenanceA tool for vibecoding personnel and non-programmers to perform static code audit, query knowledge graph, and generate project documentation via MCP protocol.Last updated3MIT
- Alicense-qualityDmaintenanceProvides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.Last updatedMIT
- Alicense-qualityAmaintenanceUses Claude as an independent second-model reviewer inside Codex, performing reviews on disposable Git snapshots with structured findings.Last updatedMIT
- Alicense-qualityAmaintenanceAn MCP server that reduces AI coding agent token usage by 80-99% through a queryable knowledge graph of code, change tracking, and persistent memory across sessions.Last updated4031MIT
- Alicense-qualityAmaintenanceMCP server for Angular 19+ development, providing PR review, code scaffolding, modernization audits, and Storybook guidance.Last updatedMIT
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